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LLMOps Engineer

LLMOps Engineer

ConfidentialBengaluru / Bangalore
20 days ago
Job description

Responsibilities

  • Deploy and scale LLM inference workloads on Kubernetes (K8s) with 99.9% uptime.
  • Build agentic tools and services for fraud investigations with complex reasoning capabilities.
  • Work with Platform Engineers to set up monitoring and observability (e.g., Prometheus, Grafana) to track model performance and system health.
  • Fine-tune open-source LLMs using TRL or similar libraries.
  • Use Terraform for infrastructure-as-code to support scalable ML deployments.
  • Contribute to Tech blogs, especially technical deep dives of the latest research in the field of reasoning.

Requirements

  • Strong programming skills (Python, etc.) and problem-solving abilities.
  • Hands-on experience with open-source LLM inference and serving frameworks such as vLLM.
  • Deep expertise in Kubernetes (K8s) for orchestrating LLM workloads.
  • Some familiarity with fine-tuning and deploying open-source LLMs using GRPO, TRL, or similar frameworks.
  • Deep expertise in Kubernetes (K8s) for orchestrating LLM workloads.
  • Familiarity with / Knowledge of high-availability systems.
  • Skills Required

    Python, Kubernetes, Problem Solving

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